Understanding Affective Commitment, Collectivist Culture, and Social Influence in Relation to Knowledge Sharing in Technology Mediated Learning

Technology mediated learning (TML) is gaining interest from both academic researchers and communication professionals as training with Internet technology and Web-based distance learning become increasingly popular. This paper investigates social norms, individual-level cultural orientation (collectivism), and affective commitment (internalization and identification) and studies their influences on the system users' (or learners') attitude toward sharing knowledge by email in the TML environment. An empirical test of the proposed model was conducted in the pilot test (n=155) and the main test (n=411). Theoretical and practical implications of these findings for TML, knowledge management, and e-collaboration are discussed in the paper.

[1]  H. Kelman Compliance, identification, and internalization three processes of attitude change , 1958 .

[2]  H. Kelman PROCESSES OF OPINION CHANGE , 1961 .

[3]  Inequality in Products, Orders, Customers, Salesmen, and Sales Territories , 1962 .

[4]  K. Jöreskog,et al.  Intraclass Reliability Estimates: Testing Structural Assumptions , 1974 .

[5]  Albert B. Cherns,et al.  The Principles of Sociotechnical Design , 1976 .

[6]  I. Ajzen,et al.  Belief, Attitude, Intention, and Behavior: An Introduction to Theory and Research , 1977 .

[7]  P. R. Warshaw A New Model for Predicting Behavioral Intentions: An Alternative to Fishbein , 1980 .

[8]  I. Ajzen,et al.  Understanding Attitudes and Predicting Social Behavior , 1980 .

[9]  G. Hofstede,et al.  Culture′s Consequences: International Differences in Work-Related Values , 1980 .

[10]  F. Bookstein,et al.  Two Structural Equation Models: LISREL and PLS Applied to Consumer Exit-Voice Theory: , 1982 .

[11]  A. Bandura Social Foundations of Thought and Action: A Social Cognitive Theory , 1985 .

[12]  H. Triandis,et al.  Measurement in Cross-Cultural Psychology , 1985 .

[13]  Jennifer A. Chatman,et al.  Organizational commitment and psychological attachment: The effects of compliance, identification, and internalization on prosocial behavior. , 1986 .

[14]  Lee Sproull,et al.  Reducing social context cues: electronic mail in organizational communication , 1986 .

[15]  D. A. Kenny,et al.  The moderator-mediator variable distinction in social psychological research: conceptual, strategic, and statistical considerations. , 1986, Journal of personality and social psychology.

[16]  Richard L. Daft,et al.  Message Equivocality, Media Selection, and Manager Performance: Implications for Information Systems , 1987, MIS Q..

[17]  E. Hall,et al.  Understanding Cultural Differences , 1989 .

[18]  H. Triandis Cross-cultural studies of individualism and collectivism. , 1989, Nebraska Symposium on Motivation. Nebraska Symposium on Motivation.

[19]  Fred D. Davis Perceived Usefulness, Perceived Ease of Use, and User Acceptance of Information Technology , 1989, MIS Q..

[20]  C. Steinfield,et al.  A Social Influence Model of Technology use , 1990 .

[21]  H. Markus,et al.  Culture and the self: Implications for cognition, emotion, and motivation. , 1991 .

[22]  Murray R. Barrick,et al.  THE BIG FIVE PERSONALITY DIMENSIONS AND JOB PERFORMANCE: A META-ANALYSIS , 1991 .

[23]  G. Hofstede,et al.  Cultures and Organizations: Software of the Mind , 1991 .

[24]  Kieran Mathieson,et al.  Predicting User Intentions: Comparing the Technology Acceptance Model with the Theory of Planned Behavior , 1991, Inf. Syst. Res..

[25]  R. Lennox,et al.  Conventional wisdom on measurement: A structural equation perspective. , 1991 .

[26]  Izak Benbasat,et al.  Development of an Instrument to Measure the Perceptions of Adopting an Information Technology Innovation , 1991, Inf. Syst. Res..

[27]  R. Frank Falk,et al.  A Primer for Soft Modeling , 1992 .

[28]  Héctor Betancourt,et al.  The Study of Culture, Ethnicity, and Race in American Psychology , 1993 .

[29]  R. Rice Media Appropriateness Using Social Presence Theory to Compare Traditional and New Organizational Media , 1993 .

[30]  M. Markus Electronic Mail as the Medium of Managerial Choice , 1994 .

[31]  Sherry K. Schneider,et al.  COMPUTER-MEDIATED COMMUNICATION AND SOCIAL INFORMATION: STATUS SALIENCE AND STATUS DIFFERENCES , 1995 .

[32]  Carl D. Riegel,et al.  The Multidimensional View of Commitment and the Theory of Reasoned Action: A Comparative Evaluation , 1995 .

[33]  H. Triandis Individualism And Collectivism , 1995 .

[34]  J. Walther Computer-Mediated Communication , 1996 .

[35]  R. Bond,et al.  Culture and conformity: A meta-analysis of studies using Asch's (1952b, 1956) line judgment task. , 1996 .

[36]  Ritu Agarwal,et al.  A Conceptual and Operational Definition of Personal Innovativeness in the Domain of Information Technology , 1998, Inf. Syst. Res..

[37]  Wynne W. Chin The partial least squares approach for structural equation modeling. , 1998 .

[38]  M. Bullen PARTICIPATION AND CRITICAL THINKING IN ONLINE UNIVERSITY DISTANCE EDUCATION , 1998 .

[39]  Bob Bohlken Reciprocal Listening with and from the Heart in the Electronic Classroom. , 1998 .

[40]  John R. Carlson,et al.  Channel Expansion Theory and the Experiential Nature of Media Richness Perceptions , 1999 .

[41]  Dawn M. Poole Student Participation in a Discussion-Oriented Online Course , 2000 .

[42]  Moez Limayem,et al.  What makes consumers buy from Internet? A longitudinal study of online shopping , 2000, IEEE Trans. Syst. Man Cybern. Part A.

[43]  J. Arbaugh Virtual Classroom Characteristics and Student Satisfaction with Internet-Based MBA Courses , 2000 .

[44]  Fred D. Davis,et al.  A Theoretical Extension of the Technology Acceptance Model: Four Longitudinal Field Studies , 2000, Management Science.

[45]  Viswanath Venkatesh,et al.  Why Don't Men Ever Stop to Ask for Directions? Gender, Social Influence, and Their Role in Technology Acceptance and Usage Behavior , 2000, MIS Q..

[46]  Yuen J. Huo,et al.  Cultural values and authority relations: The psychology of conflict resolution across cultures. , 2000 .

[47]  Michael H. Zack,et al.  If managing knowledge is the solution, then what's the problem? , 2001 .

[48]  G. Hofstede Culture′s Consequences: Comparing Values, Behaviors, Institutions and Organizations Across Nations , 2001 .

[49]  Dorothy E. Leidner,et al.  Research Commentary: Technology-Mediated Learning - A Call for Greater Depth and Breadth of Research , 2001, Inf. Syst. Res..

[50]  Dorothy E. Leidner,et al.  Review: Knowledge Management and Knowledge Management Systems: Conceptual Foundations and Research Issues , 2001, MIS Q..

[51]  Detmar W. Straub,et al.  Toward a Theory-Based Measurement of Culture , 2002, J. Glob. Inf. Manag..

[52]  Susan K. Charles Knowledge management lessons from the document trenches , 2002 .

[53]  Terry Anderson,et al.  Exploring Social Communication in Computer Conferencing , 2002 .

[54]  John Lim,et al.  Cross-Cultural Communication and Social Presence on Asynchronous Learning Processes , 2002 .

[55]  D. Randy Garrison,et al.  A Theory Of Critical Inquiry In Online Distance Education , 2003 .

[56]  Vallabh Sambamurthy,et al.  Sources of Influence on Beliefs about Information Technolgoy Use: An Empirical Study of Knowledge Workers , 2003, MIS Q..

[57]  Catherine E. Connelly,et al.  Information systems research and Hofstede's culture's consequences: an uneasy and incomplete partnership , 2003, IEEE Trans. Engineering Management.

[58]  Pattarawan Prasarnphanich,et al.  Understanding the Antecedents of Effective Knowledge Management: The Importance of a Knowledge-Centered Culture , 2003, Decis. Sci..

[59]  Dennis F. Galletta,et al.  Role of commitment and motivation in knowledge management systems implementation: theory, conceptualization, and measurement of antecedents of success , 2003, 36th Annual Hawaii International Conference on System Sciences, 2003. Proceedings of the.

[60]  Mun Y. Yi,et al.  Predicting the use of web-based information systems: self-efficacy, enjoyment, learning goal orientation, and the technology acceptance model , 2003, Int. J. Hum. Comput. Stud..

[61]  Wynne W. Chin,et al.  A Partial Least Squares Latent Variable Modeling Approach for Measuring Interaction Effects: Results from a Monte Carlo Simulation Study and an Electronic - Mail Emotion/Adoption Study , 2003, Inf. Syst. Res..

[62]  Ephraim R. McLean,et al.  The DeLone and McLean Model of Information Systems Success: A Ten-Year Update , 2003, J. Manag. Inf. Syst..

[63]  Rajiv Sabherwal,et al.  An Empirical Study of the Effect of Knowledge Management Processes at Individual, Group, and Organizational Levels , 2003, Decis. Sci..

[64]  Fred D. Davis,et al.  Developing and Validating an Observational Learning Model of Computer Software Training and Skill Acquisition , 2003, Inf. Syst. Res..

[65]  Gordon B. Davis,et al.  User Acceptance of Information Technology: Toward a Unified View , 2003, MIS Q..

[66]  P.A. Graniero,et al.  An object-oriented framework for incorporating fuzziness in individual-based spatially explicit ecological models , 2004, IEEE Annual Meeting of the Fuzzy Information, 2004. Processing NAFIPS '04..

[67]  H. Triandis The many dimensions of culture , 2004 .

[68]  Dennis F. Galletta,et al.  A Multidimensional Commitment Model of Volitional Systems Adoption and Usage Behavior , 2005, J. Manag. Inf. Syst..

[69]  N. Kock,et al.  Media richness or media naturalness? The evolution of our biological communication apparatus and its influence on our behavior toward E-communication tools , 2005, IEEE Transactions on Professional Communication.

[70]  Samer Faraj,et al.  Why Should I Share? Examining Social Capital and Knowledge Contribution in Electronic Networks of Practice , 2005, MIS Q..

[71]  Mark Srite,et al.  Information technology and culture: Identifying fragmentary and holistic perspectives of culture , 2005, Inf. Organ..

[72]  A. Dennis,et al.  Paradox of richness: a cognitive model of media choice , 2005, IEEE Transactions on Professional Communication.

[73]  Dennis F. Galletta,et al.  Integrating National Culture into IS Research: The Need for Current Individual Level Measures , 2005, Commun. Assoc. Inf. Syst..

[74]  S. Qureshi,et al.  Activating knowledge through electronic collaboration: vanquishing the knowledge paradox , 2004, IEEE Transactions on Professional Communication.

[75]  William R. King,et al.  Antecedents of Knowledge Transfer from Consultants to Clients in Enterprise System Implementations , 2005, MIS Q..

[76]  Mark Srite,et al.  Levels of Culture and Individual Behavior: An Investigative Perspective , 2005, J. Glob. Inf. Manag..

[77]  William B. Gudykunst,et al.  Culture’s Consequences: Comparing Values, Behaviors, Institutions, and Organizations Across Nations [2nd edition]: Geert Hofstede , 2005 .

[78]  N. Kock,et al.  Expanding the Boundaries of E-Collaboration , 2005, IEEE Transactions on Professional Communication.

[79]  Robert W. Zmud,et al.  Behavioral Intention Formation in Knowledge Sharing: Examining the Roles of Extrinsic Motivators, Social-Psychological Factors, and Organizational Climate , 2005, MIS Q..

[80]  R.J. Ocker,et al.  Influences on creativity in asynchronous virtual teams: a qualitative analysis of experimental teams , 2005, IEEE Transactions on Professional Communication.

[81]  Dorothy E. Leidner,et al.  An Empirical Examination of the Influence of Organizational Culture on Knowledge Management Practices , 2005, J. Manag. Inf. Syst..

[82]  D. Anawati,et al.  Behavioral adaptation within cross-cultural virtual teams , 2006, IEEE Transactions on Professional Communication.

[83]  Mark Srite,et al.  The Role of Espoused National Cultural Values in Technology Acceptance , 2006, MIS Q..